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  • License MIT

Deep learning visualization for feed-forward networks with custom datasets, training and prediction.

Package Exports

  • @webwriter/neural-network/custom-elements.json
  • @webwriter/neural-network/editing-config.json
  • @webwriter/neural-network/icon
  • @webwriter/neural-network/snippets/Boston-House-Pricing.html
  • @webwriter/neural-network/snippets/Pima-Indians-Diabetes.html
  • @webwriter/neural-network/widgets/webwriter-neural-network.css
  • @webwriter/neural-network/widgets/webwriter-neural-network.js

Readme

Neural Network (@webwriter/neural-network@1.1.5)

License: MIT | Version: 1.1.5

Deep learning visualization for feed-forward networks with custom datasets, training and prediction.

Snippets

Snippets are examples and templates using the package's widgets.

Name Import Path
Pima Indians Diabetes @webwriter/neural-network/snippets/Pima-Indians-Diabetes.html
Boston House Pricing @webwriter/neural-network/snippets/Boston-House-Pricing.html

NeuralNetwork (<webwriter-neural-network>)

Usage

Use with a CDN (e.g. jsdelivr):

<link href="https://cdn.jsdelivr.net/npm/@webwriter/neural-network/widgets/webwriter-neural-network.css" rel="stylesheet">
<script type="module" src="https://cdn.jsdelivr.net/npm/@webwriter/neural-network/widgets/webwriter-neural-network.js"></script>
<webwriter-neural-network></webwriter-neural-network>

Or use with a bundler (e.g. Vite):

npm install @webwriter/neural-network
<link href="@webwriter/neural-network/widgets/webwriter-neural-network.css" rel="stylesheet">
<script type="module" src="@webwriter/neural-network/widgets/webwriter-neural-network.js"></script>
<webwriter-neural-network></webwriter-neural-network>

Fields

Name (Attribute Name) Type Description Default Reflects
setupStatus SetupStatus Setup state of the widget. -
editable (editable) boolean Whether editing is enabled. -
settings (settings) Settings Application settings. -
qAndA (qAndA) QAndAEntry[] Help/Q&A content. -
canvas CCanvas Canvas instance created by the canvas-area. -
network CNetwork Network instance. -
layerConfs (layerConfs) CLayerConf[] Layer configuration list. -
layerConnectionConfs (layerConnectionConfs) CLayerConnectionConf[] Layer connection configuration list between layers. -
dataSet (dataSet) DataSet Active dataset. -
availableDataSets (availableDataSets) DataSet[] Available datasets. -
trainOptions (trainOptions) TrainOptions Training options. -
modelConf ModelConf Current model configuration. -
selected Selected Current multi-selection state. -
selectedEle SelectedEle Current single selected element. -
panel boolean Whether the right panel is open. -
theme Theme Active theme object with style string. -

Fields including properties and attributes define the current state of the widget and offer customization options.

Events

Name Description
focus -

Events are dispatched by the widget after certain triggers.

Custom CSS properties

Name Description
--sl-color-neutral-0 Host background color (forwarded from Shoelace).
--sl-color-neutral-50 Divider color (forwarded from Shoelace).

Custom CSS properties offer defined customization of the widget's style.

Editing config

Name Value

The editing config defines how explorable authoring tools such as WebWriter treat the widget.

No public methods, slots, or CSS parts.


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